Xiaoqi Guo

DinoDental : Benchmarking DINOv3 as a Unified Vision Encoder for Dental Image Analysis

ABSTRACT The scarcity and high cost of expert annotation remain major barriers to developing reliable AI systems for dental imaging. DINOv3, a state‐of‐the‐art self‐supervised vision foundation model pretrained on 1.7 billion images, offers a promising way to reduce this dependen...